Overview

Dataset statistics

Number of variables24
Number of observations11182
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory2.0 MiB
Average record size in memory192.0 B

Variable types

Numeric23
Categorical1

Alerts

Admin and Support Services is highly correlated with Business Services and 7 other fieldsHigh correlation
Business Services is highly correlated with Admin and Support Services and 11 other fieldsHigh correlation
Construction is highly correlated with Business Services and 1 other fieldsHigh correlation
Education and Training is highly correlated with Food and Beverage Services and 1 other fieldsHigh correlation
Finance and Insurance is highly correlated with Admin and Support Services and 8 other fieldsHigh correlation
Food and Beverage Services is highly correlated with Admin and Support Services and 9 other fieldsHigh correlation
Health Care and Social Assistance is highly correlated with Business Services and 4 other fieldsHigh correlation
Information Media and Telecommunications is highly correlated with Admin and Support Services and 7 other fieldsHigh correlation
Manufacturing is highly correlated with Business Services and 1 other fieldsHigh correlation
Other Services is highly correlated with Admin and Support Services and 8 other fieldsHigh correlation
Real Estate Services is highly correlated with Admin and Support Services and 7 other fieldsHigh correlation
Retail Trade is highly correlated with Admin and Support Services and 7 other fieldsHigh correlation
Transport, Postal and Storage is highly correlated with Total establishments in blockHigh correlation
Wholesale Trade is highly correlated with Business Services and 1 other fieldsHigh correlation
Total establishments in block is highly correlated with Admin and Support Services and 13 other fieldsHigh correlation
Accommodation is highly correlated with Admin and Support Services and 19 other fieldsHigh correlation
Admin and Support Services is highly correlated with Accommodation and 19 other fieldsHigh correlation
Agriculture and Mining is highly correlated with Accommodation and 19 other fieldsHigh correlation
Arts and Recreation Services is highly correlated with Accommodation and 19 other fieldsHigh correlation
Business Services is highly correlated with Accommodation and 19 other fieldsHigh correlation
Construction is highly correlated with Accommodation and 19 other fieldsHigh correlation
Education and Training is highly correlated with Accommodation and 19 other fieldsHigh correlation
Electricity, Gas, Water and Waste Services is highly correlated with Accommodation and 19 other fieldsHigh correlation
Finance and Insurance is highly correlated with Accommodation and 19 other fieldsHigh correlation
Food and Beverage Services is highly correlated with Accommodation and 19 other fieldsHigh correlation
Health Care and Social Assistance is highly correlated with Accommodation and 19 other fieldsHigh correlation
Information Media and Telecommunications is highly correlated with Accommodation and 19 other fieldsHigh correlation
Manufacturing is highly correlated with Accommodation and 19 other fieldsHigh correlation
Other Services is highly correlated with Accommodation and 19 other fieldsHigh correlation
Public Administration and Safety is highly correlated with Accommodation and 19 other fieldsHigh correlation
Real Estate Services is highly correlated with Accommodation and 19 other fieldsHigh correlation
Rental and Hiring Services is highly correlated with Accommodation and 19 other fieldsHigh correlation
Retail Trade is highly correlated with Accommodation and 19 other fieldsHigh correlation
Transport, Postal and Storage is highly correlated with Accommodation and 19 other fieldsHigh correlation
Wholesale Trade is highly correlated with Accommodation and 19 other fieldsHigh correlation
Total establishments in block is highly correlated with Accommodation and 19 other fieldsHigh correlation
Admin and Support Services is highly correlated with Business Services and 7 other fieldsHigh correlation
Business Services is highly correlated with Admin and Support Services and 7 other fieldsHigh correlation
Finance and Insurance is highly correlated with Admin and Support Services and 7 other fieldsHigh correlation
Food and Beverage Services is highly correlated with Admin and Support Services and 6 other fieldsHigh correlation
Information Media and Telecommunications is highly correlated with Admin and Support Services and 3 other fieldsHigh correlation
Other Services is highly correlated with Admin and Support Services and 5 other fieldsHigh correlation
Real Estate Services is highly correlated with Admin and Support Services and 4 other fieldsHigh correlation
Retail Trade is highly correlated with Admin and Support Services and 6 other fieldsHigh correlation
Total establishments in block is highly correlated with Admin and Support Services and 6 other fieldsHigh correlation
Block ID is highly correlated with CLUE small areaHigh correlation
CLUE small area is highly correlated with Block ID and 21 other fieldsHigh correlation
Accommodation is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Admin and Support Services is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Agriculture and Mining is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Arts and Recreation Services is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Business Services is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Construction is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Education and Training is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Electricity, Gas, Water and Waste Services is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Finance and Insurance is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Food and Beverage Services is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Health Care and Social Assistance is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Information Media and Telecommunications is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Manufacturing is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Other Services is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Public Administration and Safety is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Real Estate Services is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Rental and Hiring Services is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Retail Trade is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Transport, Postal and Storage is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Wholesale Trade is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Total establishments in block is highly correlated with CLUE small area and 20 other fieldsHigh correlation
Accommodation is highly skewed (γ1 = 24.72527601) Skewed
Admin and Support Services is highly skewed (γ1 = 23.80132183) Skewed
Agriculture and Mining is highly skewed (γ1 = 23.41799433) Skewed
Arts and Recreation Services is highly skewed (γ1 = 24.55484496) Skewed
Business Services is highly skewed (γ1 = 24.10382165) Skewed
Construction is highly skewed (γ1 = 26.55498905) Skewed
Education and Training is highly skewed (γ1 = 25.66070414) Skewed
Electricity, Gas, Water and Waste Services is highly skewed (γ1 = 24.00862178) Skewed
Finance and Insurance is highly skewed (γ1 = 23.52207416) Skewed
Food and Beverage Services is highly skewed (γ1 = 25.34590849) Skewed
Health Care and Social Assistance is highly skewed (γ1 = 24.10926695) Skewed
Information Media and Telecommunications is highly skewed (γ1 = 24.87236844) Skewed
Manufacturing is highly skewed (γ1 = 22.97753371) Skewed
Other Services is highly skewed (γ1 = 24.35656823) Skewed
Public Administration and Safety is highly skewed (γ1 = 23.74148493) Skewed
Real Estate Services is highly skewed (γ1 = 26.13835536) Skewed
Rental and Hiring Services is highly skewed (γ1 = 23.66925392) Skewed
Retail Trade is highly skewed (γ1 = 23.66793776) Skewed
Transport, Postal and Storage is highly skewed (γ1 = 23.89501573) Skewed
Wholesale Trade is highly skewed (γ1 = 22.77369311) Skewed
Total establishments in block is highly skewed (γ1 = 24.29171837) Skewed
Accommodation has 8480 (75.8%) zeros Zeros
Admin and Support Services has 8072 (72.2%) zeros Zeros
Agriculture and Mining has 10488 (93.8%) zeros Zeros
Arts and Recreation Services has 6669 (59.6%) zeros Zeros
Business Services has 6494 (58.1%) zeros Zeros
Construction has 8676 (77.6%) zeros Zeros
Education and Training has 7912 (70.8%) zeros Zeros
Electricity, Gas, Water and Waste Services has 8679 (77.6%) zeros Zeros
Finance and Insurance has 8458 (75.6%) zeros Zeros
Food and Beverage Services has 5947 (53.2%) zeros Zeros
Health Care and Social Assistance has 7346 (65.7%) zeros Zeros
Information Media and Telecommunications has 8276 (74.0%) zeros Zeros
Manufacturing has 8117 (72.6%) zeros Zeros
Other Services has 5490 (49.1%) zeros Zeros
Public Administration and Safety has 8904 (79.6%) zeros Zeros
Real Estate Services has 8858 (79.2%) zeros Zeros
Rental and Hiring Services has 10296 (92.1%) zeros Zeros
Retail Trade has 6521 (58.3%) zeros Zeros
Transport, Postal and Storage has 8391 (75.0%) zeros Zeros
Wholesale Trade has 8095 (72.4%) zeros Zeros
Total establishments in block has 1208 (10.8%) zeros Zeros

Reproduction

Analysis started2021-11-18 03:38:33.926854
Analysis finished2021-11-18 03:40:13.684020
Duration1 minute and 39.76 seconds
Software versionpandas-profiling v3.1.1
Download configurationconfig.json

Variables

Census year
Real number (ℝ≥0)

Distinct19
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2011.203005
Minimum2002
Maximum2020
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum2002
5-th percentile2003
Q12007
median2011
Q32016
95-th percentile2020
Maximum2020
Range18
Interquartile range (IQR)9

Descriptive statistics

Standard deviation5.426906792
Coefficient of variation (CV)0.002698338645
Kurtosis-1.17688402
Mean2011.203005
Median Absolute Deviation (MAD)5
Skewness-0.04665219053
Sum22489272
Variance29.45131733
MonotonicityNot monotonic
Histogram with fixed size bins (bins=19)
ValueCountFrequency (%)
2015607
 
5.4%
2012607
 
5.4%
2016607
 
5.4%
2009607
 
5.4%
2010607
 
5.4%
2011607
 
5.4%
2019607
 
5.4%
2013607
 
5.4%
2014607
 
5.4%
2008607
 
5.4%
Other values (9)5112
45.7%
ValueCountFrequency (%)
2002547
4.9%
2003547
4.9%
2004547
4.9%
2005547
4.9%
2006547
4.9%
2007559
5.0%
2008607
5.4%
2009607
5.4%
2010607
5.4%
2011607
5.4%
ValueCountFrequency (%)
2020606
5.4%
2019607
5.4%
2018606
5.4%
2017606
5.4%
2016607
5.4%
2015607
5.4%
2014607
5.4%
2013607
5.4%
2012607
5.4%
2011607
5.4%

Block ID
Real number (ℝ≥0)

HIGH CORRELATION

Distinct607
Distinct (%)5.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean618.2246468
Minimum0
Maximum2548
Zeros19
Zeros (%)0.2%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile38
Q1259
median508
Q3782
95-th percentile2505
Maximum2548
Range2548
Interquartile range (IQR)523

Descriptive statistics

Standard deviation589.6327781
Coefficient of variation (CV)0.9537516519
Kurtosis4.491948908
Mean618.2246468
Median Absolute Deviation (MAD)261
Skewness2.138454138
Sum6912988
Variance347666.813
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
111119
 
0.2%
24419
 
0.2%
85019
 
0.2%
81019
 
0.2%
80219
 
0.2%
79419
 
0.2%
78619
 
0.2%
77819
 
0.2%
74619
 
0.2%
73819
 
0.2%
Other values (597)10992
98.3%
ValueCountFrequency (%)
019
0.2%
119
0.2%
219
0.2%
419
0.2%
519
0.2%
619
0.2%
1119
0.2%
1219
0.2%
1319
0.2%
1419
0.2%
ValueCountFrequency (%)
254813
0.1%
254713
0.1%
254613
0.1%
254513
0.1%
254413
0.1%
254313
0.1%
254213
0.1%
254113
0.1%
254013
0.1%
253913
0.1%

CLUE small area
Categorical

HIGH CORRELATION

Distinct14
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size87.5 KiB
Kensington
1935 
North Melbourne
1726 
Melbourne (CBD)
1577 
Carlton
1349 
West Melbourne (Residential)
912 
Other values (9)
3683 

Length

Max length28
Median length14
Mean length13.52387766
Min length7

Characters and Unicode

Total characters151224
Distinct characters36
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowMelbourne (CBD)
2nd rowMelbourne (CBD)
3rd rowMelbourne (CBD)
4th rowMelbourne (CBD)
5th rowMelbourne (CBD)

Common Values

ValueCountFrequency (%)
Kensington1935
17.3%
North Melbourne1726
15.4%
Melbourne (CBD)1577
14.1%
Carlton1349
12.1%
West Melbourne (Residential)912
8.2%
Southbank760
 
6.8%
East Melbourne703
 
6.3%
Parkville646
 
5.8%
Port Melbourne378
 
3.4%
Docklands323
 
2.9%
Other values (4)873
7.8%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
melbourne5846
31.5%
kensington1935
 
10.4%
north1726
 
9.3%
cbd1577
 
8.5%
carlton1349
 
7.3%
west1158
 
6.2%
residential912
 
4.9%
southbank760
 
4.1%
east703
 
3.8%
parkville646
 
3.5%
Other values (9)1935
 
10.4%

Most occurring characters

ValueCountFrequency (%)
e17825
 
11.8%
n15526
 
10.3%
o12678
 
8.4%
r11122
 
7.4%
l9987
 
6.6%
t9547
 
6.3%
7365
 
4.9%
u7175
 
4.7%
b6606
 
4.4%
a5889
 
3.9%
Other values (26)47504
31.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter116118
76.8%
Uppercase Letter21663
 
14.3%
Space Separator7365
 
4.9%
Open Punctuation3039
 
2.0%
Close Punctuation3039
 
2.0%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e17825
15.4%
n15526
13.4%
o12678
10.9%
r11122
9.6%
l9987
8.6%
t9547
8.2%
u7175
6.2%
b6606
 
5.7%
a5889
 
5.1%
s5277
 
4.5%
Other values (10)14486
12.5%
Uppercase Letter
ValueCountFrequency (%)
M5846
27.0%
C2945
13.6%
K1935
 
8.9%
D1900
 
8.8%
N1726
 
8.0%
B1577
 
7.3%
R1197
 
5.5%
W1158
 
5.3%
S1083
 
5.0%
P1024
 
4.7%
Other values (3)1272
 
5.9%
Space Separator
ValueCountFrequency (%)
7365
100.0%
Open Punctuation
ValueCountFrequency (%)
(3039
100.0%
Close Punctuation
ValueCountFrequency (%)
)3039
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin137781
91.1%
Common13443
 
8.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
e17825
12.9%
n15526
11.3%
o12678
 
9.2%
r11122
 
8.1%
l9987
 
7.2%
t9547
 
6.9%
u7175
 
5.2%
b6606
 
4.8%
a5889
 
4.3%
M5846
 
4.2%
Other values (23)35580
25.8%
Common
ValueCountFrequency (%)
7365
54.8%
(3039
22.6%
)3039
22.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII151224
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e17825
 
11.8%
n15526
 
10.3%
o12678
 
8.4%
r11122
 
7.4%
l9987
 
6.6%
t9547
 
6.3%
7365
 
4.9%
u7175
 
4.7%
b6606
 
4.4%
a5889
 
3.9%
Other values (26)47504
31.4%

Accommodation
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct30
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.8696118762
Minimum0
Maximum342
Zeros8480
Zeros (%)75.8%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile2.95
Maximum342
Range342
Interquartile range (IQR)0

Descriptive statistics

Standard deviation10.68615417
Coefficient of variation (CV)12.28841793
Kurtosis628.3090112
Mean0.8696118762
Median Absolute Deviation (MAD)0
Skewness24.72527601
Sum9724
Variance114.1938909
MonotonicityNot monotonic
Histogram with fixed size bins (bins=30)
ValueCountFrequency (%)
08480
75.8%
11457
 
13.0%
2685
 
6.1%
3340
 
3.0%
498
 
0.9%
544
 
0.4%
632
 
0.3%
719
 
0.2%
103
 
< 0.1%
2062
 
< 0.1%
Other values (20)22
 
0.2%
ValueCountFrequency (%)
08480
75.8%
11457
 
13.0%
2685
 
6.1%
3340
 
3.0%
498
 
0.9%
544
 
0.4%
632
 
0.3%
719
 
0.2%
81
 
< 0.1%
92
 
< 0.1%
ValueCountFrequency (%)
3421
< 0.1%
3141
< 0.1%
3001
< 0.1%
2961
< 0.1%
2901
< 0.1%
2701
< 0.1%
2681
< 0.1%
2621
< 0.1%
2611
< 0.1%
2521
< 0.1%

Admin and Support Services
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct64
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.29869433
Minimum0
Maximum757
Zeros8072
Zeros (%)72.2%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile6
Maximum757
Range757
Interquartile range (IQR)1

Descriptive statistics

Standard deviation28.1722511
Coefficient of variation (CV)12.25576221
Kurtosis577.5859634
Mean2.29869433
Median Absolute Deviation (MAD)0
Skewness23.80132183
Sum25704
Variance793.6757321
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
08072
72.2%
11235
 
11.0%
2610
 
5.5%
3348
 
3.1%
4207
 
1.9%
5114
 
1.0%
779
 
0.7%
674
 
0.7%
850
 
0.4%
1246
 
0.4%
Other values (54)347
 
3.1%
ValueCountFrequency (%)
08072
72.2%
11235
 
11.0%
2610
 
5.5%
3348
 
3.1%
4207
 
1.9%
5114
 
1.0%
674
 
0.7%
779
 
0.7%
850
 
0.4%
937
 
0.3%
ValueCountFrequency (%)
7571
< 0.1%
7481
< 0.1%
7321
< 0.1%
7241
< 0.1%
7191
< 0.1%
7161
< 0.1%
7021
< 0.1%
7011
< 0.1%
6981
< 0.1%
6791
< 0.1%

Agriculture and Mining
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct26
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.2207118583
Minimum0
Maximum80
Zeros10488
Zeros (%)93.8%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum80
Range80
Interquartile range (IQR)0

Descriptive statistics

Standard deviation2.75599343
Coefficient of variation (CV)12.48683895
Kurtosis577.3422264
Mean0.2207118583
Median Absolute Deviation (MAD)0
Skewness23.41799433
Sum2468
Variance7.595499788
MonotonicityNot monotonic
Histogram with fixed size bins (bins=26)
ValueCountFrequency (%)
010488
93.8%
1419
 
3.7%
2131
 
1.2%
346
 
0.4%
430
 
0.3%
526
 
0.2%
79
 
0.1%
68
 
0.1%
753
 
< 0.1%
562
 
< 0.1%
Other values (16)20
 
0.2%
ValueCountFrequency (%)
010488
93.8%
1419
 
3.7%
2131
 
1.2%
346
 
0.4%
430
 
0.3%
526
 
0.2%
68
 
0.1%
79
 
0.1%
82
 
< 0.1%
92
 
< 0.1%
ValueCountFrequency (%)
801
 
< 0.1%
761
 
< 0.1%
753
< 0.1%
721
 
< 0.1%
711
 
< 0.1%
701
 
< 0.1%
681
 
< 0.1%
671
 
< 0.1%
641
 
< 0.1%
581
 
< 0.1%

Arts and Recreation Services
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct48
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.865676981
Minimum0
Maximum651
Zeros6669
Zeros (%)59.6%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile4
Maximum651
Range651
Interquartile range (IQR)1

Descriptive statistics

Standard deviation22.93302125
Coefficient of variation (CV)12.29206421
Kurtosis616.3824244
Mean1.865676981
Median Absolute Deviation (MAD)0
Skewness24.55484496
Sum20862
Variance525.9234636
MonotonicityNot monotonic
Histogram with fixed size bins (bins=48)
ValueCountFrequency (%)
06669
59.6%
12539
 
22.7%
2937
 
8.4%
3437
 
3.9%
4143
 
1.3%
5116
 
1.0%
666
 
0.6%
1150
 
0.4%
736
 
0.3%
932
 
0.3%
Other values (38)157
 
1.4%
ValueCountFrequency (%)
06669
59.6%
12539
 
22.7%
2937
 
8.4%
3437
 
3.9%
4143
 
1.3%
5116
 
1.0%
666
 
0.6%
736
 
0.3%
824
 
0.2%
932
 
0.3%
ValueCountFrequency (%)
6511
< 0.1%
6411
< 0.1%
6341
< 0.1%
6271
< 0.1%
6261
< 0.1%
6021
< 0.1%
5981
< 0.1%
5841
< 0.1%
5821
< 0.1%
5781
< 0.1%

Business Services
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct118
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8.649078877
Minimum0
Maximum2842
Zeros6494
Zeros (%)58.1%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q33
95-th percentile22
Maximum2842
Range2842
Interquartile range (IQR)3

Descriptive statistics

Standard deviation106.0229175
Coefficient of variation (CV)12.25829005
Kurtosis592.2949253
Mean8.649078877
Median Absolute Deviation (MAD)0
Skewness24.10382165
Sum96714
Variance11240.85905
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
06494
58.1%
1991
 
8.9%
2683
 
6.1%
3475
 
4.2%
4385
 
3.4%
5258
 
2.3%
6204
 
1.8%
7180
 
1.6%
10123
 
1.1%
8123
 
1.1%
Other values (108)1266
 
11.3%
ValueCountFrequency (%)
06494
58.1%
1991
 
8.9%
2683
 
6.1%
3475
 
4.2%
4385
 
3.4%
5258
 
2.3%
6204
 
1.8%
7180
 
1.6%
8123
 
1.1%
993
 
0.8%
ValueCountFrequency (%)
28421
< 0.1%
28141
< 0.1%
27722
< 0.1%
27702
< 0.1%
27372
< 0.1%
27051
< 0.1%
26631
< 0.1%
26481
< 0.1%
26191
< 0.1%
24751
< 0.1%

Construction
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct39
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.9187980683
Minimum0
Maximum399
Zeros8676
Zeros (%)77.6%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile3
Maximum399
Range399
Interquartile range (IQR)0

Descriptive statistics

Standard deviation11.71277867
Coefficient of variation (CV)12.74793567
Kurtosis745.7304142
Mean0.9187980683
Median Absolute Deviation (MAD)0
Skewness26.55498905
Sum10274
Variance137.1891842
MonotonicityNot monotonic
Histogram with fixed size bins (bins=39)
ValueCountFrequency (%)
08676
77.6%
11373
 
12.3%
2524
 
4.7%
3268
 
2.4%
4142
 
1.3%
581
 
0.7%
633
 
0.3%
721
 
0.2%
812
 
0.1%
126
 
0.1%
Other values (29)46
 
0.4%
ValueCountFrequency (%)
08676
77.6%
11373
 
12.3%
2524
 
4.7%
3268
 
2.4%
4142
 
1.3%
581
 
0.7%
633
 
0.3%
721
 
0.2%
812
 
0.1%
96
 
0.1%
ValueCountFrequency (%)
3991
< 0.1%
3901
< 0.1%
3761
< 0.1%
3481
< 0.1%
3401
< 0.1%
3301
< 0.1%
3121
< 0.1%
3071
< 0.1%
3051
< 0.1%
2851
< 0.1%

Education and Training
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct47
Distinct (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.684135217
Minimum0
Maximum676
Zeros7912
Zeros (%)70.8%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile4
Maximum676
Range676
Interquartile range (IQR)1

Descriptive statistics

Standard deviation21.16143453
Coefficient of variation (CV)12.5651636
Kurtosis689.1230553
Mean1.684135217
Median Absolute Deviation (MAD)0
Skewness25.66070414
Sum18832
Variance447.8063112
MonotonicityNot monotonic
Histogram with fixed size bins (bins=47)
ValueCountFrequency (%)
07912
70.8%
11577
 
14.1%
2708
 
6.3%
3323
 
2.9%
4147
 
1.3%
687
 
0.8%
576
 
0.7%
764
 
0.6%
845
 
0.4%
940
 
0.4%
Other values (37)203
 
1.8%
ValueCountFrequency (%)
07912
70.8%
11577
 
14.1%
2708
 
6.3%
3323
 
2.9%
4147
 
1.3%
576
 
0.7%
687
 
0.8%
764
 
0.6%
845
 
0.4%
940
 
0.4%
ValueCountFrequency (%)
6761
< 0.1%
6611
< 0.1%
6511
< 0.1%
6381
< 0.1%
6301
< 0.1%
5401
< 0.1%
5261
< 0.1%
5181
< 0.1%
5171
< 0.1%
5151
< 0.1%

Electricity, Gas, Water and Waste Services
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct21
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.6310141299
Minimum0
Maximum198
Zeros8679
Zeros (%)77.6%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile2
Maximum198
Range198
Interquartile range (IQR)0

Descriptive statistics

Standard deviation7.675872599
Coefficient of variation (CV)12.16434345
Kurtosis580.5365938
Mean0.6310141299
Median Absolute Deviation (MAD)0
Skewness24.00862178
Sum7056
Variance58.91902015
MonotonicityNot monotonic
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
08679
77.6%
11749
 
15.6%
2484
 
4.3%
3197
 
1.8%
450
 
0.4%
54
 
< 0.1%
1882
 
< 0.1%
1952
 
< 0.1%
1862
 
< 0.1%
1902
 
< 0.1%
Other values (11)11
 
0.1%
ValueCountFrequency (%)
08679
77.6%
11749
 
15.6%
2484
 
4.3%
3197
 
1.8%
450
 
0.4%
54
 
< 0.1%
1661
 
< 0.1%
1671
 
< 0.1%
1731
 
< 0.1%
1741
 
< 0.1%
ValueCountFrequency (%)
1981
< 0.1%
1971
< 0.1%
1961
< 0.1%
1952
< 0.1%
1931
< 0.1%
1902
< 0.1%
1882
< 0.1%
1862
< 0.1%
1851
< 0.1%
1841
< 0.1%

Finance and Insurance
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct76
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.021641925
Minimum0
Maximum967
Zeros8458
Zeros (%)75.6%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile7
Maximum967
Range967
Interquartile range (IQR)0

Descriptive statistics

Standard deviation37.11488865
Coefficient of variation (CV)12.28302015
Kurtosis566.8288366
Mean3.021641925
Median Absolute Deviation (MAD)0
Skewness23.52207416
Sum33788
Variance1377.51496
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
08458
75.6%
11007
 
9.0%
2442
 
4.0%
3272
 
2.4%
4183
 
1.6%
5108
 
1.0%
686
 
0.8%
783
 
0.7%
851
 
0.5%
942
 
0.4%
Other values (66)450
 
4.0%
ValueCountFrequency (%)
08458
75.6%
11007
 
9.0%
2442
 
4.0%
3272
 
2.4%
4183
 
1.6%
5108
 
1.0%
686
 
0.8%
783
 
0.7%
851
 
0.5%
942
 
0.4%
ValueCountFrequency (%)
9671
< 0.1%
9641
< 0.1%
9631
< 0.1%
9611
< 0.1%
9381
< 0.1%
9311
< 0.1%
9211
< 0.1%
9182
< 0.1%
9132
< 0.1%
8821
< 0.1%

Food and Beverage Services
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct86
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.482561259
Minimum0
Maximum2842
Zeros5947
Zeros (%)53.2%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q33
95-th percentile24
Maximum2842
Range2842
Interquartile range (IQR)3

Descriptive statistics

Standard deviation92.96899423
Coefficient of variation (CV)12.42475551
Kurtosis665.375775
Mean7.482561259
Median Absolute Deviation (MAD)0
Skewness25.34590849
Sum83670
Variance8643.233888
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
05947
53.2%
11596
 
14.3%
2772
 
6.9%
3379
 
3.4%
4348
 
3.1%
5223
 
2.0%
6173
 
1.5%
7156
 
1.4%
8118
 
1.1%
9114
 
1.0%
Other values (76)1356
 
12.1%
ValueCountFrequency (%)
05947
53.2%
11596
 
14.3%
2772
 
6.9%
3379
 
3.4%
4348
 
3.1%
5223
 
2.0%
6173
 
1.5%
7156
 
1.4%
8118
 
1.1%
9114
 
1.0%
ValueCountFrequency (%)
28421
< 0.1%
27881
< 0.1%
27351
< 0.1%
27161
< 0.1%
27141
< 0.1%
26071
< 0.1%
25451
< 0.1%
24061
< 0.1%
22891
< 0.1%
22391
< 0.1%

Health Care and Social Assistance
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct83
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.338758719
Minimum0
Maximum1166
Zeros7346
Zeros (%)65.7%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile7
Maximum1166
Range1166
Interquartile range (IQR)1

Descriptive statistics

Standard deviation41.28797822
Coefficient of variation (CV)12.36626594
Kurtosis600.5299656
Mean3.338758719
Median Absolute Deviation (MAD)0
Skewness24.10926695
Sum37334
Variance1704.697145
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
07346
65.7%
11542
 
13.8%
2720
 
6.4%
3407
 
3.6%
4302
 
2.7%
5196
 
1.8%
692
 
0.8%
779
 
0.7%
958
 
0.5%
850
 
0.4%
Other values (73)390
 
3.5%
ValueCountFrequency (%)
07346
65.7%
11542
 
13.8%
2720
 
6.4%
3407
 
3.6%
4302
 
2.7%
5196
 
1.8%
692
 
0.8%
779
 
0.7%
850
 
0.4%
958
 
0.5%
ValueCountFrequency (%)
11661
< 0.1%
11561
< 0.1%
11391
< 0.1%
11371
< 0.1%
10871
< 0.1%
10781
< 0.1%
10581
< 0.1%
10461
< 0.1%
10391
< 0.1%
10241
< 0.1%

Information Media and Telecommunications
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct33
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.120014309
Minimum0
Maximum406
Zeros8276
Zeros (%)74.0%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile3
Maximum406
Range406
Interquartile range (IQR)1

Descriptive statistics

Standard deviation13.81568574
Coefficient of variation (CV)12.3352761
Kurtosis636.3598449
Mean1.120014309
Median Absolute Deviation (MAD)0
Skewness24.87236844
Sum12524
Variance190.8731724
MonotonicityNot monotonic
Histogram with fixed size bins (bins=33)
ValueCountFrequency (%)
08276
74.0%
11495
 
13.4%
2616
 
5.5%
3284
 
2.5%
4203
 
1.8%
5105
 
0.9%
681
 
0.7%
749
 
0.4%
816
 
0.1%
1016
 
0.1%
Other values (23)41
 
0.4%
ValueCountFrequency (%)
08276
74.0%
11495
 
13.4%
2616
 
5.5%
3284
 
2.5%
4203
 
1.8%
5105
 
0.9%
681
 
0.7%
749
 
0.4%
816
 
0.1%
913
 
0.1%
ValueCountFrequency (%)
4061
< 0.1%
4041
< 0.1%
4031
< 0.1%
3911
< 0.1%
3811
< 0.1%
3701
< 0.1%
3641
< 0.1%
3621
< 0.1%
3581
< 0.1%
3441
< 0.1%

Manufacturing
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct57
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.834555536
Minimum0
Maximum583
Zeros8117
Zeros (%)72.6%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile4
Maximum583
Range583
Interquartile range (IQR)1

Descriptive statistics

Standard deviation22.73291126
Coefficient of variation (CV)12.39150891
Kurtosis545.0661238
Mean1.834555536
Median Absolute Deviation (MAD)0
Skewness22.97753371
Sum20514
Variance516.7852542
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
08117
72.6%
11445
 
12.9%
2662
 
5.9%
3320
 
2.9%
4203
 
1.8%
5124
 
1.1%
659
 
0.5%
745
 
0.4%
840
 
0.4%
1414
 
0.1%
Other values (47)153
 
1.4%
ValueCountFrequency (%)
08117
72.6%
11445
 
12.9%
2662
 
5.9%
3320
 
2.9%
4203
 
1.8%
5124
 
1.1%
659
 
0.5%
745
 
0.4%
840
 
0.4%
98
 
0.1%
ValueCountFrequency (%)
5831
< 0.1%
5801
< 0.1%
5771
< 0.1%
5701
< 0.1%
5671
< 0.1%
5631
< 0.1%
5621
< 0.1%
5531
< 0.1%
5481
< 0.1%
5461
< 0.1%

Other Services
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct74
Distinct (%)0.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.705777142
Minimum0
Maximum1630
Zeros5490
Zeros (%)49.1%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q32
95-th percentile11
Maximum1630
Range1630
Interquartile range (IQR)2

Descriptive statistics

Standard deviation57.60260189
Coefficient of variation (CV)12.24082657
Kurtosis603.9754975
Mean4.705777142
Median Absolute Deviation (MAD)1
Skewness24.35656823
Sum52620
Variance3318.059745
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
05490
49.1%
11976
 
17.7%
2968
 
8.7%
3648
 
5.8%
4437
 
3.9%
5257
 
2.3%
6231
 
2.1%
7216
 
1.9%
8139
 
1.2%
10130
 
1.2%
Other values (64)690
 
6.2%
ValueCountFrequency (%)
05490
49.1%
11976
 
17.7%
2968
 
8.7%
3648
 
5.8%
4437
 
3.9%
5257
 
2.3%
6231
 
2.1%
7216
 
1.9%
8139
 
1.2%
9104
 
0.9%
ValueCountFrequency (%)
16301
< 0.1%
15991
< 0.1%
15831
< 0.1%
15821
< 0.1%
15281
< 0.1%
15071
< 0.1%
14681
< 0.1%
14541
< 0.1%
14421
< 0.1%
13871
< 0.1%

Public Administration and Safety
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct38
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.9370416741
Minimum0
Maximum305
Zeros8904
Zeros (%)79.6%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile3
Maximum305
Range305
Interquartile range (IQR)0

Descriptive statistics

Standard deviation11.46316444
Coefficient of variation (CV)12.23335605
Kurtosis573.4997373
Mean0.9370416741
Median Absolute Deviation (MAD)0
Skewness23.74148493
Sum10478
Variance131.4041389
MonotonicityNot monotonic
Histogram with fixed size bins (bins=38)
ValueCountFrequency (%)
08904
79.6%
11277
 
11.4%
2406
 
3.6%
3239
 
2.1%
498
 
0.9%
567
 
0.6%
638
 
0.3%
734
 
0.3%
1117
 
0.2%
815
 
0.1%
Other values (28)87
 
0.8%
ValueCountFrequency (%)
08904
79.6%
11277
 
11.4%
2406
 
3.6%
3239
 
2.1%
498
 
0.9%
567
 
0.6%
638
 
0.3%
734
 
0.3%
815
 
0.1%
99
 
0.1%
ValueCountFrequency (%)
3051
< 0.1%
3031
< 0.1%
2941
< 0.1%
2932
< 0.1%
2901
< 0.1%
2871
< 0.1%
2811
< 0.1%
2791
< 0.1%
2751
< 0.1%
2741
< 0.1%

Real Estate Services
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct39
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.014845287
Minimum0
Maximum432
Zeros8858
Zeros (%)79.2%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile3
Maximum432
Range432
Interquartile range (IQR)0

Descriptive statistics

Standard deviation12.81184671
Coefficient of variation (CV)12.62443337
Kurtosis723.7945378
Mean1.014845287
Median Absolute Deviation (MAD)0
Skewness26.13835536
Sum11348
Variance164.1434161
MonotonicityNot monotonic
Histogram with fixed size bins (bins=39)
ValueCountFrequency (%)
08858
79.2%
11078
 
9.6%
2529
 
4.7%
3236
 
2.1%
4162
 
1.4%
599
 
0.9%
668
 
0.6%
740
 
0.4%
930
 
0.3%
820
 
0.2%
Other values (29)62
 
0.6%
ValueCountFrequency (%)
08858
79.2%
11078
 
9.6%
2529
 
4.7%
3236
 
2.1%
4162
 
1.4%
599
 
0.9%
668
 
0.6%
740
 
0.4%
820
 
0.2%
930
 
0.3%
ValueCountFrequency (%)
4321
< 0.1%
4301
< 0.1%
4171
< 0.1%
3791
< 0.1%
3751
< 0.1%
3471
< 0.1%
3331
< 0.1%
3161
< 0.1%
3061
< 0.1%
2931
< 0.1%

Rental and Hiring Services
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct25
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.2239313182
Minimum0
Maximum79
Zeros10296
Zeros (%)92.1%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum79
Range79
Interquartile range (IQR)0

Descriptive statistics

Standard deviation2.777651043
Coefficient of variation (CV)12.40403113
Kurtosis581.5678844
Mean0.2239313182
Median Absolute Deviation (MAD)0
Skewness23.66925392
Sum2504
Variance7.715345316
MonotonicityNot monotonic
Histogram with fixed size bins (bins=25)
ValueCountFrequency (%)
010296
92.1%
1640
 
5.7%
2155
 
1.4%
346
 
0.4%
412
 
0.1%
75
 
< 0.1%
84
 
< 0.1%
714
 
< 0.1%
104
 
< 0.1%
701
 
< 0.1%
Other values (15)15
 
0.1%
ValueCountFrequency (%)
010296
92.1%
1640
 
5.7%
2155
 
1.4%
346
 
0.4%
412
 
0.1%
75
 
< 0.1%
84
 
< 0.1%
91
 
< 0.1%
104
 
< 0.1%
431
 
< 0.1%
ValueCountFrequency (%)
791
 
< 0.1%
771
 
< 0.1%
731
 
< 0.1%
721
 
< 0.1%
714
< 0.1%
701
 
< 0.1%
691
 
< 0.1%
671
 
< 0.1%
661
 
< 0.1%
651
 
< 0.1%

Retail Trade
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct129
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.722768735
Minimum0
Maximum2577
Zeros6521
Zeros (%)58.3%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q32
95-th percentile16.95
Maximum2577
Range2577
Interquartile range (IQR)2

Descriptive statistics

Standard deviation95.13566144
Coefficient of variation (CV)12.31885412
Kurtosis575.9911193
Mean7.722768735
Median Absolute Deviation (MAD)0
Skewness23.66793776
Sum86356
Variance9050.794078
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
06521
58.3%
11522
 
13.6%
2749
 
6.7%
3434
 
3.9%
4319
 
2.9%
5255
 
2.3%
7153
 
1.4%
6142
 
1.3%
8112
 
1.0%
1097
 
0.9%
Other values (119)878
 
7.9%
ValueCountFrequency (%)
06521
58.3%
11522
 
13.6%
2749
 
6.7%
3434
 
3.9%
4319
 
2.9%
5255
 
2.3%
6142
 
1.3%
7153
 
1.4%
8112
 
1.0%
984
 
0.8%
ValueCountFrequency (%)
25771
< 0.1%
25001
< 0.1%
24951
< 0.1%
24741
< 0.1%
24391
< 0.1%
24321
< 0.1%
24241
< 0.1%
23961
< 0.1%
23851
< 0.1%
23281
< 0.1%

Transport, Postal and Storage
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct36
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.182614917
Minimum0
Maximum387
Zeros8391
Zeros (%)75.0%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile3
Maximum387
Range387
Interquartile range (IQR)0

Descriptive statistics

Standard deviation14.43375704
Coefficient of variation (CV)12.20495094
Kurtosis578.4440989
Mean1.182614917
Median Absolute Deviation (MAD)0
Skewness23.89501573
Sum13224
Variance208.3333423
MonotonicityNot monotonic
Histogram with fixed size bins (bins=36)
ValueCountFrequency (%)
08391
75.0%
11478
 
13.2%
2548
 
4.9%
3254
 
2.3%
4162
 
1.4%
592
 
0.8%
652
 
0.5%
940
 
0.4%
740
 
0.4%
835
 
0.3%
Other values (26)90
 
0.8%
ValueCountFrequency (%)
08391
75.0%
11478
 
13.2%
2548
 
4.9%
3254
 
2.3%
4162
 
1.4%
592
 
0.8%
652
 
0.5%
740
 
0.4%
835
 
0.3%
940
 
0.4%
ValueCountFrequency (%)
3871
 
< 0.1%
3801
 
< 0.1%
3731
 
< 0.1%
3721
 
< 0.1%
3661
 
< 0.1%
3611
 
< 0.1%
3493
< 0.1%
3481
 
< 0.1%
3472
< 0.1%
3432
< 0.1%

Wholesale Trade
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct52
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.890180647
Minimum0
Maximum651
Zeros8095
Zeros (%)72.4%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile3
Maximum651
Range651
Interquartile range (IQR)1

Descriptive statistics

Standard deviation24.25254529
Coefficient of variation (CV)12.83080817
Kurtosis548.9516925
Mean1.890180647
Median Absolute Deviation (MAD)0
Skewness22.77369311
Sum21136
Variance588.1859531
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
08095
72.4%
11594
 
14.3%
2731
 
6.5%
3252
 
2.3%
4137
 
1.2%
586
 
0.8%
642
 
0.4%
742
 
0.4%
828
 
0.3%
1322
 
0.2%
Other values (42)153
 
1.4%
ValueCountFrequency (%)
08095
72.4%
11594
 
14.3%
2731
 
6.5%
3252
 
2.3%
4137
 
1.2%
586
 
0.8%
642
 
0.4%
742
 
0.4%
828
 
0.3%
912
 
0.1%
ValueCountFrequency (%)
6511
< 0.1%
6461
< 0.1%
6391
< 0.1%
6321
< 0.1%
6311
< 0.1%
6281
< 0.1%
6191
< 0.1%
6111
< 0.1%
6081
< 0.1%
6071
< 0.1%

Total establishments in block
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct305
Distinct (%)2.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean51.61241281
Minimum0
Maximum16766
Zeros1208
Zeros (%)10.8%
Negative0
Negative (%)0.0%
Memory size87.5 KiB

Quantile statistics

Minimum0
5-th percentile0
Q12
median7
Q324
95-th percentile143
Maximum16766
Range16766
Interquartile range (IQR)22

Descriptive statistics

Standard deviation629.9442224
Coefficient of variation (CV)12.20528528
Kurtosis597.0967207
Mean51.61241281
Median Absolute Deviation (MAD)6
Skewness24.29171837
Sum577130
Variance396829.7233
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
11398
 
12.5%
01208
 
10.8%
2983
 
8.8%
3750
 
6.7%
4482
 
4.3%
5439
 
3.9%
7338
 
3.0%
6307
 
2.7%
8300
 
2.7%
9217
 
1.9%
Other values (295)4760
42.6%
ValueCountFrequency (%)
01208
10.8%
11398
12.5%
2983
8.8%
3750
6.7%
4482
 
4.3%
5439
 
3.9%
6307
 
2.7%
7338
 
3.0%
8300
 
2.7%
9217
 
1.9%
ValueCountFrequency (%)
167661
< 0.1%
167231
< 0.1%
167171
< 0.1%
165611
< 0.1%
163551
< 0.1%
163451
< 0.1%
163341
< 0.1%
160911
< 0.1%
159771
< 0.1%
157131
< 0.1%

Interactions

Correlations

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Missing values

A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

First rows

Census yearBlock IDCLUE small areaAccommodationAdmin and Support ServicesAgriculture and MiningArts and Recreation ServicesBusiness ServicesConstructionEducation and TrainingElectricity, Gas, Water and Waste ServicesFinance and InsuranceFood and Beverage ServicesHealth Care and Social AssistanceInformation Media and TelecommunicationsManufacturingOther ServicesPublic Administration and SafetyReal Estate ServicesRental and Hiring ServicesRetail TradeTransport, Postal and StorageWholesale TradeTotal establishments in block
020201Melbourne (CBD)0101200225000300121020
120202Melbourne (CBD)000300000000000000003
220204Melbourne (CBD)00050020013100210075036
320205Melbourne (CBD)000000000101000002004
420206Melbourne (CBD)01040000016010213132034
5202011Melbourne (CBD)670318200121211704011075
6202012Melbourne (CBD)3302120122319110420041069
7202013Melbourne (CBD)062222232105252502041075
8202014Melbourne (CBD)3922515911826541323701414197
9202015Melbourne (CBD)412126302906467420621203401267

Last rows

Census yearBlock IDCLUE small areaAccommodationAdmin and Support ServicesAgriculture and MiningArts and Recreation ServicesBusiness ServicesConstructionEducation and TrainingElectricity, Gas, Water and Waste ServicesFinance and InsuranceFood and Beverage ServicesHealth Care and Social AssistanceInformation Media and TelecommunicationsManufacturingOther ServicesPublic Administration and SafetyReal Estate ServicesRental and Hiring ServicesRetail TradeTransport, Postal and StorageWholesale TradeTotal establishments in block
1117220110City of Melbourne (total)25272475582264828551818891322391024344583138728729379257734763215977
1117320100City of Melbourne (total)24773275574261926650919791321531019358577138529428377243934863115696
1117420090City of Melbourne (total)2517578056127052565151959642077998381562137029327969243234961915713
1117520080City of Melbourne (total)2367487652826632385121989611968951403580130530526973232837265115365
1117620070City of Melbourne (total)2277166849524752034341908821883920404563125729024671232637364614669
1117720060City of Melbourne (total)2207017046423401743621778581802832406545121427422271222638061113949
1117820050City of Melbourne (total)2056736744621751563381737911704818391518118026620471217536660813325
1117920040City of Melbourne (total)2096985743020781533041747541554716364544114324718666192934958812543
1118020030City of Melbourne (total)2066715740420421472941677971424718370548115224518365182836158012259
1118120020City of Melbourne (total)2066795540619721522811667881389765362542112423917456181838757812139